The late afternoon sun cast long shadows across the lawn. A tightness settled in Amelia's chest as she watched the fence line. Any second, she knew. She’d heard the telltale scratching at the base of the rickety structure. Her hands were clenched into fists.

She’d just finished planting her prize-winning petunias. Months of care, a perfect bloom cycle, all at risk. A low growl rumbled in the distance, followed by a frantic yipping.

"Here we go again," Amelia muttered under her breath, a tremor in her voice. She grabbed the garden hose, gripping the nozzle with white knuckles. Her gaze darted back and forth, from her flowers to the anticipated point of entry.

Emotion: alert

Cluster: Alertness
PC1 (Valence): -0.09 Negative
PC2 (Disposition): -0.36

Role in Research

This story is one of 1,000 stories generated for the emotion alert. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 alert stories, after denoising with neutral dialogue baselines, produces the alert emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the alert vector is projected through the unembedding matrix.

Promoted:
own0.359
उत्सुक0.209
سریع0.205
urgency0.205
緊張0.198
Suppressed:
la-0.385
B-0.374
L-0.317
H-0.303
a-0.235